²ÍÒÅËÅÊÒÓÀËÜͲ ÑÈÑÒÅÌÈ: ÍÅײÒʲ ÑÈÑÒÅÌÈ ² ÌÅÐÅƲ
ÂÑÒÓÏ1 ÎÑÍÎÂÈ ÍÅײÒÊÈÕ ÌÍÎÆÈÍ1.1 Ïîíÿòòÿ íå÷³òêèõ ìíîæèí1.2 ÔÓÍÊÖ²ß ÏÐÈÍÀËÅÆÍÎÑÒ²1.2.1 ÊÓÑÊÎÂÎ-˲ͲÉͲ ÔÓÍÊÖ²¯ ÏÐÈÍÀËÅÆÍÎÑÒ²1.2.2 Z-ÎÁÐÀÇͲ ² S-ÎÁÐÀÇͲ ÔÓÍÊÖ²¯ ÏÐÈÍÀËÅÆÍÎÑÒ²1.3 ÏÎÁÓÄÎÂÀ ÔÓÍÊÖ²É ÍÀËÅÆÍÎÑÒ²1.4 ÎÑÍÎÂͲ ÕÀÐÀÊÒÅÐÈÑÒÈÊÈ ÍÅײÒÊÈÕ ÌÍÎÆÈÍ1.5 ÎÏÅÐÀÖ²¯ ÍÀÄ ÍÅײÒÊÈÌÈ ÌÍÎÆÈÍÀÌÈ1.6 ÍÅײÒʲ ²ÄÍÎÑÈÍÈ1.7 ˲ÍòÑÒÈ×ÍÀ Ç̲ÍÍÀ. ÍÅײÒʲ ÂÅËÈ×ÈÍÈ, ×ÈÑËÀ ² ²ÍÒÅÐÂÀËÈ2. ÎÑÍÎÂÈ ÍÅײÒÊί ËÎòÊÈ. ÑÈÑÒÅÌÈ ÍÅײÒÊÎÃÎ ÂÈÂÅÄÅÍÍß2.1 Íå÷³òêå âèñëîâëþâàííÿ. Ëîã³÷í³ îïåðàö³¿ ç íå÷³òêèìè âèñëîâëþâàííÿìè2.2 ÂÈÑÍÎÂÎÊ Â ÍÅײÒÊ²É ËÎòֲ2.3 ÍÅײÒʲ ˲ÍòÑÒÈ×Ͳ ÂÈÑËÎÂËÞÂÀÍÍß2.4 ÏÐÀÂÈËÀ ÍÅײÒÊÈÕ ÏÐÎÄÓÊÖ²É2.5 ÅÒÀÏÈ ÍÅײÒÊÎÃÎ ÂÈÂÅÄÅÍÍß2.6 ÀËÃÎÐÈÒÌÈ ÍÅײÒÊÎÃÎ ÂÈÂÅÄÅÍÍß3 ÏÎÍßÒÒß ÍÅײÒÊÈÕ ÍÅÉÐÎÍÍÈÕ (òÁÐÈÄÍÈÕ) ÌÅÐÅÆ3.1 ÎÑÍÎÂͲ ÏÎÍßÒÒß ² ÂÈÇÍÀ×ÅÍÍß ÍÅײÒÊÈÕ ÍÅÉÐÎÍÍÈÕ (òÁÐÈÄÍÈÕ) ÌÅÐÅÆ3.1.1 ÀÐÕ²ÒÅÊÒÓÐÀ ÍÅײÒÊί ÍÅÉÐÎÍÍί ÌÅÐÅƲ ANFIS (ADAPTIVE NETWORK BASED FUZZY INFERENCE SYSTEM)3.1.2. ÀÐÕ²ÒÅÊÒÓÐÀ NNFLC (NEURONS NETWORK FUZZY LOGIC CONTROLLER)3.1.3 ÀÐÕ²ÒÅÊÒÓÐÀ TSK (TAKAGI, SUGENO, KANG'A)3.2 ÍÀÂ×ÀÍÍß ÍÅײÒÊί ÍÅÉÐÎÍÍί ÌÅÐÅƲ3.2.1 Íàâ÷àííÿ íå÷³òêî¿ íåéðîííî¿ ìåðåæ³ ANFIS3.2.2 ÍÀÂ×ÀÍÍß ÍÅײÒÊί ÍÅÉÐÎÍÍί ÌÅÐÅƲ TSK3.2.3. ÀËÃÎÐÈÒÌ ÍÅײÒÊί ÑÀÌÎÎÐÃÀͲÇÀÖ²¯ C-MEANS3.2.4. ÀËÃÎÐÈÒÌ ÇÂÎÐÎÒÍÎÃÎ ÏÎØÈÐÅÍÍß ÏÎÌÈËÊÈ ÄËß ÌÅÐÅƲ TSK3.3 ÀËÃÎÐÈÒÌÈ ÎÏÒÈ̲ÇÀÖ²¯ ÍÅײÒÊί ÍÅÉÐÎÍÍί ÌÅÐÅƲÂÈÑÍÎÂÎÊÑÏÈÑÎÊ ÂÈÊÎÐÈÑÒÀÍÈÕ ÄÆÅÐÅË
